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10 pages, 5534 KB  
Article
The Effect of Novel Support Layer by Titanium-Modified Plasma Nitriding on the Performance of AlCrN Coating
by Jiqiang Wu, Longchen Zhao, Jianbin Ji, Fei Sun, Jing Hu, Xilang Liu, Dandan Wang, Xulong An, Xiangkui Liu and Wei Wei
Materials 2025, 18(17), 4186; https://doi.org/10.3390/ma18174186 (registering DOI) - 6 Sep 2025
Abstract
In order to obtain a gradient coating with excellent performance, novel titanium-modified plasma nitriding was primarily used as a support layer for the PVD coating of 38CrMoAl steel. The samples were subjected to titanium-modified plasma nitriding by placing sponge titanium around the samples, [...] Read more.
In order to obtain a gradient coating with excellent performance, novel titanium-modified plasma nitriding was primarily used as a support layer for the PVD coating of 38CrMoAl steel. The samples were subjected to titanium-modified plasma nitriding by placing sponge titanium around the samples, resulting in a thicker ductile diffusion layer and a thinner and denser compound layer. The research results showed that this thinner, denser compound layer formed by titanium-modified plasma nitriding provides stronger support for the AlCrN coating and thus bring about better performance compared to a conventional plasma nitrided layer, with the adhesion strength increasing from 16.8 N to 29.4 N, which is 42.8% higher than the conventional PN compound layer; the surface hardness increasing from 3650 HV0.05 to 3780 HV0.05; the friction coefficient and wear rate reducing from 0.64 and 5.4849 × 10−6 mm3/(N·m) to 0.61 and 2.3060 × 10−6 mm3/(N·m), respectively; and the wear performance improving by 137.85%. Additionally, the corrosion potential increased from −979.2 mV to −711.51 mV, and the value of impedance increased from 1.5515 × 104 Ω·cm2 to 9.4518 × 104 Ω·cm2, resulting in a significant improvement in corrosion resistance. In all, the novel support layer by titanium-modified plasma nitriding can provide much better support for AlCrN coating and thus bring about excellent enhanced performances, including adhesion strength and wear and corrosion resistance. Therefore, it is of great value in the PVD coating field, and it can provide valuable insights into gradient coating technology. Full article
(This article belongs to the Special Issue Advances in Coatings on Metals for Corrosion Protection)
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24 pages, 8502 KB  
Article
Moringa (Moringa oleifera) Leaf Attenuates the High-Cholesterol Diet-Induced Adverse Events in Zebrafish: A 12-Week Dietary Intervention Resulted in an Anti-Obese Effect and Blood Lipid-Lowering Properties
by Kyung-Hyun Cho, Ashutosh Bahuguna, Yunki Lee, Ji-Eun Kim, Sang Hyuk Lee and Krismala Djayanti
Pharmaceuticals 2025, 18(9), 1336; https://doi.org/10.3390/ph18091336 - 5 Sep 2025
Abstract
Objective: The study investigates the dietary effects of Moringa oleifera leaf powder on obesity, blood biochemical parameters, and organ health in hyperlipidemic zebrafish (Danio rerio). Methodology: Adult hyperlipidemic zebrafish (n = 56/group) were fed for 12 weeks either with a [...] Read more.
Objective: The study investigates the dietary effects of Moringa oleifera leaf powder on obesity, blood biochemical parameters, and organ health in hyperlipidemic zebrafish (Danio rerio). Methodology: Adult hyperlipidemic zebrafish (n = 56/group) were fed for 12 weeks either with a high-cholesterol diet (HCD, 4% w/w) or HCD supplemented with 0.5% (w/w) M. oleifera leaf powder (0.5% MO) or HCD with 1.0% (w/w) M. oleifera leaf powder (1.0% MO). At different time points (0 to 12 weeks), the survivability and body weight (BW) of zebrafish were measured, while various biochemical and histological evaluations were performed after 12 weeks of feeding the respective diets. Additionally, an in silico approach was used to assess the binding interactions of MO phytoconstituents with 3-hydroxy-3-methylglutaryl coenzyme A (HMG-CoA) reductase. Results: Following 12-week supplementation, higher zebrafish survivability was observed in the MO-supplemented groups compared to the survivability of the HCD group. Relative to the initial BW, only 4% BW enhancement was observed post 12 weeks of dietary intake of 1.0% MO, in contrast to 27% BW gain in the HCD group. MO supplementation at both (0.5% and 1.0%) effectively mitigates the HCD-induced dyslipidemia and significantly minimizes the atherogenic coefficient and atherogenic index. Similarly, MO reduces elevated blood glucose levels, the ALT/AST ratio, and augments ferric ion reduction (FRA) and paraoxonase (PON) activity in a dose-dependent manner. Likewise, MO (particularly at 1.0%) effectively restrained HCD-induced steatosis, hepatic interleukin (IL)-6 production, and protected the kidneys, testes, and ovaries from oxidative stress and cellular senescence. The in silico findings underscore that the six phytoconstituents (chlorogenic acid, isoquercetin, kaempferol 3-O-rutinoside, astragalin, apigetrin, and myricetin) of MO exhibited a strong interaction with HMG-CoA reductase active and binding site residues via hydrogen and hydrophobic interactions. Conclusions: The findings demonstrated an antioxidant, anti-inflammatory, and hypoglycemic effect of MO, guiding the events to prevent HCD-induced metabolic stress and safeguard vital organs. Full article
(This article belongs to the Special Issue Drug Candidates for the Treatment of Obesity, 2nd Edition)
25 pages, 4137 KB  
Article
Photocatalytic CO2 Conversion Using MoSe2/g-C3N4 Heterostructured Composites with Enhanced Selectivity and Activity
by Hwei-Yan Tsai, Jhen-Wei Huang, Yu-Yun Lin, Chung-Shin Lu and Chiing-Chang Chen
J. Compos. Sci. 2025, 9(9), 477; https://doi.org/10.3390/jcs9090477 - 3 Sep 2025
Viewed by 174
Abstract
The photocatalytic conversion of CO2 into value-added hydrocarbons offers a sustainable route for mitigating carbon emissions. In this study, we synthesized MoSe2/g-C3N4 heterostructured composites through a hydrothermal method and used these composites in the photocatalytic reduction of [...] Read more.
The photocatalytic conversion of CO2 into value-added hydrocarbons offers a sustainable route for mitigating carbon emissions. In this study, we synthesized MoSe2/g-C3N4 heterostructured composites through a hydrothermal method and used these composites in the photocatalytic reduction of CO2 in the presence of ultraviolet radiation. Photoluminescence characterization, photocurrent analysis, and electrochemical impedance spectroscopy confirmed improved charge separation and interfacial transfer as a result of the composites’ heterojunction structure. The MoSe2/10 wt% g-C3N4 composite exhibited a CH4 production rate of 1.38 μmol g−1 h−1 and a CO2 consumption rate of 2.22 μmol g−1 h−1, which are 4.2 and 3.1 times, respectively, higher than those of pure MoSe2. Gas chromatography revealed the selective formation of C1–C5 hydrocarbons, with minimal oxygenated by-products. Band structure analysis conducted through ultraviolet photoelectron spectroscopy and ultraviolet–visible/near-infrared spectroscopy confirmed the proposed charge transfer pathway and enhanced C–C coupling efficiency. Overall, these results demonstrate the potential of the as-prepared heterojunction composites for highly selective CO2-to-CH4 conversion under mild conditions, with CH4 as the dominant product (80%) among the generated hydrocarbons. Full article
(This article belongs to the Special Issue Composite Materials for Energy Management, Storage or Transportation)
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13 pages, 3585 KB  
Article
Three-Dimensional Finite Element Analysis (FEM) of Tooth Stress: The Impact of Cavity Design and Restorative Materials
by Yasemin Derya Fidancioğlu, Sinem Alkurt Kaplan, Reza Mohammadi and Hakan Yasin Gönder
Appl. Sci. 2025, 15(17), 9677; https://doi.org/10.3390/app15179677 - 3 Sep 2025
Viewed by 199
Abstract
Finite element analysis has been widely applied in restorative dentistry, but there is limited evidence directly comparing the biomechanical behavior of amalgam and bulk-fill composite resins in standardized cavity designs. This study aimed to evaluate the stress distribution in enamel, dentin, and restorative [...] Read more.
Finite element analysis has been widely applied in restorative dentistry, but there is limited evidence directly comparing the biomechanical behavior of amalgam and bulk-fill composite resins in standardized cavity designs. This study aimed to evaluate the stress distribution in enamel, dentin, and restorative materials under different cavity configurations and filling materials. A 3D model of a maxillary molar was reconstructed from dental tomography using Geomagic Design X 2020. Four cavity models were created with Solidworks 2013: Class I (occlusal, Group A), Class II disto-occlusal (Group B), Class II mesio-occlusal (Group C), and Class II mesio-occluso-distal (Group D) cavities. Each model was restored with either amalgam or bulk-fill composite and a 600 N occlusal force was applied. Maximum principal stresses were analyzed with ABAQUS software. The highest stress was observed in the bulk-fill composite restoration of the Class II MO cavity (231 Mpa), whereas the lowest stress occurred in amalgam restoration of Class I cavity. Overall, amalgam restorations showed lower stress concentrations than bulk-fill composites, especially in complex cavity designs. These results suggest that cavity configuration and restorative material selection influence stress distribution and may impact the long-term biomechanical stability of restored teeth. Full article
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21 pages, 8836 KB  
Article
Structure and Function of Rhizosphere Bacterial Communities in the Endangered Plant Abies ziyuanensis
by Yufeng Wang, Jiahao Wu, Tao Deng, Jiatong Ye and Xinghua Hu
Forests 2025, 16(9), 1404; https://doi.org/10.3390/f16091404 - 2 Sep 2025
Viewed by 176
Abstract
Rhizosphere microbiota are key drivers of plant nutrition, immunity, and stress tolerance. Abies ziyuanensis L. K. Fu & S. L. Mo (Pinaceae) is an endangered conifer endemic to China, and its persistence may depend on its interactions with its belowground microbiome. However, how [...] Read more.
Rhizosphere microbiota are key drivers of plant nutrition, immunity, and stress tolerance. Abies ziyuanensis L. K. Fu & S. L. Mo (Pinaceae) is an endangered conifer endemic to China, and its persistence may depend on its interactions with its belowground microbiome. However, how soil-borne bacterial functional groups respond to, and potentially support, A. ziyuanensis remains unclear. Based on amplicon high-throughput sequencing data of the 16S rRNA gene and soil physicochemical properties, the bacterial community structure in the rhizosphere soil of A. ziyuanensis in Yinzhu Laoshan National Nature Reserve in Guangxi Zhuang Autonomous Region, China, was analyzed, and the potential ecological functions and phenotypic characteristics of the bacterial community were predicted to determine the functional taxa characteristics (nitrogen cycle, phototrophy, and chemoheterotrophy) and dominant soil environmental factors. Proteobacteria, Acidobacteria, Actinobacteria, Planctomycetes, Verrucomicrobia, and Chloroflexi were the dominant bacterial taxa in the A. ziyuanensis rhizosphere soil, and all bacteria were significantly positively correlated with soil NO3-N (R = 0.47, p = 0.0079). Based on FAPROTAX, the A. ziyuanensis rhizosphere soil bacterial community had chemoheterotrophic-related functions, which were more prevalent than nitrogen cycle- and phototrophic-related functions, and the relative abundance of bacteria with nitrogen cycle-related functions was higher than that of those with phototrophic functions. The nitrogen nutrient- and phototrophic-related functional taxa in the rhizosphere soil bacterial community had significant correlations with soil physicochemical properties, whereas the chemoheterotrophic-related functional taxa did not show a significant correlation. Based on BugBase phenotype prediction, Acidobacteria, Proteobacteria, and Chloroflexi made the greatest contribution to the phenotype, with pathogenic and stress tolerance being the most important phenotypes. The pathogenic and stress-tolerant bacteria all belonged to Proteobacteria. The rhizosphere bacteria exhibited rich diversity and dominated several biogeochemical cycling processes. This study identifies beneficial rhizosphere bacteria of A. ziyuanensis, providing a theoretical basis for conserving soil bacterial diversity and guiding the targeted recruitment of functional bacteria by the endangered plant. Full article
(This article belongs to the Section Forest Biodiversity)
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15 pages, 9602 KB  
Article
Photothermal and Magnetic Actuation of Multimodal PNIPAM Hydrogel-Based Soft Robots
by Xiangyu Teng, Zhizheng Gao, Xuehao Feng, Shuliang Zhu and Wenguang Yang
Gels 2025, 11(9), 692; https://doi.org/10.3390/gels11090692 - 1 Sep 2025
Viewed by 205
Abstract
Soft robot motion performance has long been a core focus in scientific research. This study investigates the motion capabilities of soft robots constructed using poly(N-isopropylacrylamide) (PNIPAM) hydrogels, with key innovations in material design and functional enhancement. By optimizing the hydrogel formulation and incorporating [...] Read more.
Soft robot motion performance has long been a core focus in scientific research. This study investigates the motion capabilities of soft robots constructed using poly(N-isopropylacrylamide) (PNIPAM) hydrogels, with key innovations in material design and functional enhancement. By optimizing the hydrogel formulation and incorporating molybdenum disulfide (MoS2) to endow it with photothermal response properties, the material achieves muscle-like controllable contraction and expansion deformation—a critical breakthrough in mimicking biological motion mechanics. Building on this material advancement, the research team developed a series of soft robotic prototypes to systematically explore the hydrogel’s motion characteristics. A flytrap-inspired soft robot demonstrates rapid opening–closing movements, replicating the swift responsiveness of natural carnivorous plants. For terrestrial locomotion, a hexapod crawling robot utilizes the photo-induced stretch-recovery mechanism of both horizontally configured and pre-bent feet to achieve stable directional propulsion. Most notably, a magnetically driven rolling robot integrates magnetic units to realize versatile multimodal movement: it achieves a stable rolling speed of 1.8 cm/s across flat surfaces and can surmount obstacles up to 1.5 times its own body size. This work not only validates the strong potential of PNIPAM hydrogel-based soft robots in executing complex motion tasks but also provides valuable new insights for the development of multimodal soft robotic systems, paving the way for future innovations in adaptive and bio-inspired robotics. Full article
(This article belongs to the Special Issue Functional Hydrogels for Soft Electronics and Robotic Applications)
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15 pages, 1718 KB  
Article
Impact of Therapeutic Alcohol Administration on Perioperative Quality of Life (QoL) and Fracture Healing in Patients with Alcohol Use Disorder Undergoing Surgery for Maxillofacial Trauma—A Randomized Pilot Trial
by Elavenil Panneerselvam, Rajkumar Krishnan and Jaikumar Velayudham
Craniomaxillofac. Trauma Reconstr. 2025, 18(3), 37; https://doi.org/10.3390/cmtr18030037 - 30 Aug 2025
Viewed by 201
Abstract
Alcohol Use Disorder (AUD) is common among patients with maxillofacial trauma. Conventional perioperative care recommends complete abstinence. However, abrupt cessation can lead to Alcohol Withdrawal Syndrome (AWS), negatively impacting psychological well-being and compliance. This randomized controlled pilot study evaluated the effectiveness of Monitored [...] Read more.
Alcohol Use Disorder (AUD) is common among patients with maxillofacial trauma. Conventional perioperative care recommends complete abstinence. However, abrupt cessation can lead to Alcohol Withdrawal Syndrome (AWS), negatively impacting psychological well-being and compliance. This randomized controlled pilot study evaluated the effectiveness of Monitored Therapeutic Alcohol Administration (MTAA) in reducing perioperative stress and enhancing quality of life without impairing fracture healing. Twenty-four adult male patients with AUD and isolated facial fractures requiring surgery were enrolled. They were assigned to either an intervention group (n = 12) receiving MTAA—oral alcohol at 0.5 g/kg/day for two weeks—or a control group (n = 12) undergoing complete abstinence. Outcomes were assessed over six weeks, including stress (Zung Self-Rating Depression Scale), quality of life (Oral Health Impact Profile-14), soft tissue healing (Landry’s Index), and hard tissue healing (Moed’s Scale, serum osteocalcin). The MTAA group showed significantly reduced stress and improved quality of life (p < 0.001). Healing outcomes were comparable between groups, with no significant differences in soft tissue indices, osteocalcin levels, or radiographic scores. MTAA appears to be a safe and effective strategy to manage AWS-related distress and improve postoperative recovery, offering a practical alternative to strict abstinence in the surgical management of patients with AUD. Full article
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13 pages, 11786 KB  
Article
Self-Lubricating Ni-Based Composite Coating with Core-Shell Structured Mo@Ag@Ni Addition: Tribological Behaviors and Interface Evolution over Multi-Thermal Cycles
by Nairu He, Yuanhai Zhai, Ziwen Fang, Jie Yang and Wei Chen
Lubricants 2025, 13(9), 387; https://doi.org/10.3390/lubricants13090387 - 29 Aug 2025
Viewed by 285
Abstract
The rapid dissipation of soft metal lubricants would deteriorate the self-lubricating properties of the coatings at elevated temperatures. In this study, the core-shell structured Mo@Ag@Ni particles were prepared via electroless plating to suppress the rapid dissipation of Ag and facilitate tribochemical reactions at [...] Read more.
The rapid dissipation of soft metal lubricants would deteriorate the self-lubricating properties of the coatings at elevated temperatures. In this study, the core-shell structured Mo@Ag@Ni particles were prepared via electroless plating to suppress the rapid dissipation of Ag and facilitate tribochemical reactions at high temperatures. The NiCrAlY-Mo@Ag@Ni composite coating was sprayed on the substrate of Inconel 718 alloy using atmospheric plasma spraying technology. The results of this study show that the structural design of Mo@Ag@Ni can enhance the bonding strength of the particle interface, resulting in a high microhardness of approximately 332.2 HV. During high-temperature friction tests, Mo@Ag@Ni can provide excellent tribological properties by promoting the silver molybdate formation on the worn surface. At 800 °C, the friction coefficient and wear rate are only about 0.32 and 1.58 × 10−5 mm3N−1m−1, respectively. Moreover, the Ni shell layer can inhibit the rapid diffusion of Ag and provide sufficient Ag2O to maintain the continuity of Ag2MoO4 lubricating film, which endows the coating with a longer lubrication life. Over multi-thermal cycles, the friction coefficient and wear rate constantly maintain at about 0.3 and 2.5 × 10−5 mm3N−1m−1, respectively. Full article
(This article belongs to the Special Issue Tribological Properties of Sprayed Coatings)
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19 pages, 4224 KB  
Article
On the Failure of Crankshafts in Thermoelectric Power Plants: Multiaxial Fatigue Analysis and a Comparative Survey on Crack Growth Threshold ΔKth
by Tiago Lima Castro, Thiago Abreu Peixoto, João Araujo Alves and Marcos Venicius Pereira
Materials 2025, 18(17), 4034; https://doi.org/10.3390/ma18174034 - 28 Aug 2025
Viewed by 287
Abstract
Despite being designed considering infinite fatigue-life, failures of motor crankshafts forged from DIN 34CrNiMo6 steels have been reported in Brazilian power plants. As such, the present work aims to discuss the failure of a crankshaft within this context, with the purpose of verifying [...] Read more.
Despite being designed considering infinite fatigue-life, failures of motor crankshafts forged from DIN 34CrNiMo6 steels have been reported in Brazilian power plants. As such, the present work aims to discuss the failure of a crankshaft within this context, with the purpose of verifying whether the stresses developed in critical locations of the component were in accordance with the steel’s fatigue limits, as well as if the material exhibits an adequate resistance to crack propagation. Taking into consideration a set of critical-plane stress-based multiaxial fatigue criteria, namely Findley, Matake, McDiarmid and Susmel and Lazzarin, the fatigue behaviour of the material is analysed and discussed. Furthermore, da/dN versus ΔK experiments were carried out with the purpose of determining the DIN 34CrNiMo6 steel’s crack growth threshold ΔKth and comparing it to the ΔKth of three other commercially available steels (DIN 42CrMo4, SAE 4140 and SAE 4340). The selected multiaxial fatigue criteria indicated that the stresses developed throughout the component were not sufficient to drive the crankshaft to failure, thus indicating safety. On the other hand, the DIN 34CrNiMo6 steel presented the lowest ΔKth (6.6 MPa m1/2) among all the considered steels (10.86, 12.38 and 7.22 MPa m1/2 for the DIN 42CrMo4, SAE 4140 and SAE 4340, respectively), therefore being susceptible to shorter fatigue lives in comparison to the other materials. Full article
(This article belongs to the Section Mechanics of Materials)
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13 pages, 580 KB  
Article
The Impact of 5-Hydroxytryptophan Supplementation on Cognitive Function and Mood in Singapore Older Adults: A Randomized Controlled Trial
by Shuqi Li, Clarinda Nataria Sutanto, Xuejuan Xia and Jung Eun Kim
Nutrients 2025, 17(17), 2773; https://doi.org/10.3390/nu17172773 - 27 Aug 2025
Viewed by 754
Abstract
Objectives: Concurrent with global aging epidemics, cognitive decline has become an increasing public health concern. Dietary supplementation may offer neuroprotective benefits, and 5-hydroxytryptophan (5-HTP) has gained interest due to its role in serotonin synthesis, thereby regulating cognitive function and mood. However, there is [...] Read more.
Objectives: Concurrent with global aging epidemics, cognitive decline has become an increasing public health concern. Dietary supplementation may offer neuroprotective benefits, and 5-hydroxytryptophan (5-HTP) has gained interest due to its role in serotonin synthesis, thereby regulating cognitive function and mood. However, there is limited evidence on its effect on cognitive function, especially among older Asian adults. Therefore, the study aimed to investigate the effects of 5-HTP supplementation on cognitive function and mood in Singaporean older adults. Methods: This was a single-blinded, 12-week randomized controlled trial, and 30 participants (66 ± 3 years) were randomly assigned to consume 100 mg of 5-HTP daily or not consume it. Cognitive function and mood were assessed via the Montreal Cognitive Assessment (MoCA), Geriatric Anxiety Inventory (GAI), and Geriatric Depression Scale (GDS). Cognitive function-related blood biomarkers, including amyloid beta (Aβ)40, Aβ42, gamma-aminobutyric acid, and serotonin, were also determined. Results: A significant time effect was observed in the MoCA score, which was mainly explained by a significant increase in the 5-HTP group (week 0 vs. week 12: 26.6 ± 1.4 a.u. vs. 27.6 ± 1.4 a.u., p < 0.05). Moreover, the 5-HTP group showed a significant increase in serum serotonin levels. Additionally, the GDS score improved in the 5-HTP group (week 0 vs. week 8: 1.2 ± 1.7 a.u. vs. 0.7 ± 1.2 a.u., p < 0.05). However, no effects on GAI and other biomarkers were observed. Conclusions: 5-HTP supplementation can enhance cognitive performance and reduce symptoms of depression in Singaporean older adults, potentially through serotonergic modulation. However, given the relatively small sample size (n = 30) and short-term (12-week) intervention, these findings should be interpreted cautiously, and further long-term studies with a larger sample size are warranted to confirm these preliminary results. Full article
(This article belongs to the Special Issue Nutritional Interventions for Age-Related Diseases)
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18 pages, 4134 KB  
Article
Stirring-Assisted In Situ Construction of Highly Dispersed MoS2/g-C3N4 Heterojunctions with Enhanced Edge Exposure for Efficient Photocatalytic Hydrogen Evolution
by Shuai Liu, Yipei Chen, Honglei Zhang, Yang Meng, Tao Wu and Guangsuo Yu
Catalysts 2025, 15(9), 808; https://doi.org/10.3390/catal15090808 - 25 Aug 2025
Viewed by 429
Abstract
Constructing heterojunction photocatalysts with efficient interfacial charge transfer is critical for solar-driven hydrogen evolution. In this study, a highly dispersed MoS2/g-C3N4 composite was successfully synthesized via a stirring-assisted hydrothermal in situ growth strategy. The introduction of stirring during [...] Read more.
Constructing heterojunction photocatalysts with efficient interfacial charge transfer is critical for solar-driven hydrogen evolution. In this study, a highly dispersed MoS2/g-C3N4 composite was successfully synthesized via a stirring-assisted hydrothermal in situ growth strategy. The introduction of stirring during synthesis significantly enhanced the uniform dispersion of MoS2 nanosheets and exposed abundant edge sites, leading to well-integrated heterojunctions with enhanced interfacial contact. Comprehensive structural and photoelectronic characterizations (XRD, SEM, TEM, EDS mapping, UV–Vis, TRPL, EIS, EPR) confirmed that the composite exhibited improved visible-light absorption, accelerated charge separation, and suppressed recombination. Under simulated solar irradiation with triethanolamine (TEOA) as a sacrificial agent, the optimized 24% MoS2/g-C3N4-S catalyst achieved a high hydrogen evolution rate of 14.33 mmol·g−1·h−1 at a catalyst loading of 3.2 mg, significantly outperforming the unstirred and pristine components, and demonstrating excellent cycling stability. Mechanistic studies revealed that the performance enhancement is attributed to the synergistic effects of Type-II heterojunction formation and edge-site-rich MoS2 co-catalysis. This work provides a scalable approach for non-noble metal interface engineering and offers insight into the design of efficient and durable photocatalysts for solar hydrogen production. Full article
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16 pages, 4347 KB  
Article
Developmental Stage-Dependent Distribution and Interrelationships of Leaf Nutrients and Flavonoids in Lithocarpus litseifolius (Hance) Chun
by Yan-Fen Huang, Shao-Fen Jian, Yang Lin and Chu Zhong
Agronomy 2025, 15(9), 2029; https://doi.org/10.3390/agronomy15092029 - 25 Aug 2025
Viewed by 397
Abstract
Lithocarpus litseifolius, a traditional sweet tea rich in dihydrochalcones, relies on plant nutrients for secondary metabolite accumulation. However, nutrient distribution patterns during leaf development and its relationship with secondary metabolites remain inadequately characterized. This study examined mineral elements, carbon and nitrogen metabolites, [...] Read more.
Lithocarpus litseifolius, a traditional sweet tea rich in dihydrochalcones, relies on plant nutrients for secondary metabolite accumulation. However, nutrient distribution patterns during leaf development and its relationship with secondary metabolites remain inadequately characterized. This study examined mineral elements, carbon and nitrogen metabolites, and primary dihydrochalcones in L. litseifolius leaves at various developmental stages, and analyzed their interrelationships. Mineral nutrients such as phosphate (P), potassium (K), magnesium (Mg), zinc (Zn), boron (B), and copper (Cu), along with trilobatin, were most abundant in the youngest leaves. Conversely, calcium (Ca), iron (Fe), sulfur (S), manganese (Mn), selenium (Se), sugars, soluble protein, amino acids, chlorophyll, and carotenoids predominantly accumulated in old leaves, paralleling the distribution of phlorizin. Nitrogen (N) and molybdenum (Mo) concentrations were higher in mature leaves. In young leaves, P, K, Mg, S, Mn, Zn, and B positively correlated with phlorizin and trilobatin, while N, chlorophyll, carotenoids, and fructose correlated negatively. Trilobatin was the primary contributor to hydroxyl radical (·OH) scavenging capacity. Redundancy analysis highlighted N, P, Mg, B, Zn, Cu, Fe, Mo, and Se as key mineral nutrients influencing phlorizin and trilobatin accumulation. These findings offer insights for mineral nutrient management and effective utilization of L. litseifolius. Full article
(This article belongs to the Section Soil and Plant Nutrition)
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39 pages, 4783 KB  
Article
Sparse-MoE-SAM: A Lightweight Framework Integrating MoE and SAM with a Sparse Attention Mechanism for Plant Disease Segmentation in Resource-Constrained Environments
by Benhan Zhao, Xilin Kang, Hao Zhou, Ziyang Shi, Lin Li, Guoxiong Zhou, Fangying Wan, Jiangzhang Zhu, Yongming Yan, Leheng Li and Yulong Wu
Plants 2025, 14(17), 2634; https://doi.org/10.3390/plants14172634 - 24 Aug 2025
Viewed by 376
Abstract
Plant disease segmentation has achieved significant progress with the help of artificial intelligence. However, deploying high-accuracy segmentation models in resource-limited settings faces three key challenges, as follows: (A) Traditional dense attention mechanisms incur quadratic computational complexity growth (O(n2d)), rendering [...] Read more.
Plant disease segmentation has achieved significant progress with the help of artificial intelligence. However, deploying high-accuracy segmentation models in resource-limited settings faces three key challenges, as follows: (A) Traditional dense attention mechanisms incur quadratic computational complexity growth (O(n2d)), rendering them ill-suited for low-power hardware. (B) Naturally sparse spatial distributions and large-scale variations in the lesions on leaves necessitate models that concurrently capture long-range dependencies and local details. (C) Complex backgrounds and variable lighting in field images often induce segmentation errors. To address these challenges, we propose Sparse-MoE-SAM, an efficient framework based on an enhanced Segment Anything Model (SAM). This deep learning framework integrates sparse attention mechanisms with a two-stage mixture of experts (MoE) decoder. The sparse attention dynamically activates key channels aligned with lesion sparsity patterns, reducing self-attention complexity while preserving long-range context. Stage 1 of the MoE decoder performs coarse-grained boundary localization; Stage 2 achieves fine-grained segmentation by leveraging specialized experts within the MoE, significantly enhancing edge discrimination accuracy. The expert repository—comprising standard convolutions, dilated convolutions, and depthwise separable convolutions—dynamically routes features through optimized processing paths based on input texture and lesion morphology. This enables robust segmentation across diverse leaf textures and plant developmental stages. Further, we design a sparse attention-enhanced Atrous Spatial Pyramid Pooling (ASPP) module to capture multi-scale contexts for both extensive lesions and small spots. Evaluations on three heterogeneous datasets (PlantVillage Extended, CVPPP, and our self-collected field images) show that Sparse-MoE-SAM achieves a mean Intersection-over-Union (mIoU) of 94.2%—surpassing standard SAM by 2.5 percentage points—while reducing computational costs by 23.7% compared to the original SAM baseline. The model also demonstrates balanced performance across disease classes and enhanced hardware compatibility. Our work validates that integrating sparse attention with MoE mechanisms sustains accuracy while drastically lowering computational demands, enabling the scalable deployment of plant disease segmentation models on mobile and edge devices. Full article
(This article belongs to the Special Issue Advances in Artificial Intelligence for Plant Research)
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13 pages, 1218 KB  
Article
Identification of Patterns of Trace Mineral Deficiencies in Dairy and Beef Cattle Herds in Spain
by Candela Fernández-Villa, Lucas Rigueira, Marta López-Alonso, Belén Larrán, Inmaculada Orjales, Carlos Herrero-Latorre, Víctor Pereira and Marta Miranda
Animals 2025, 15(17), 2480; https://doi.org/10.3390/ani15172480 - 23 Aug 2025
Viewed by 399
Abstract
Microminerals such as cobalt (Co), copper (Cu), iodine (I), iron (Fe), manganese (Mn), molybdenum (Mo), selenium (Se), and zinc (Zn) play key roles in cattle health. However, trace element imbalances are often underdiagnosed. This study retrospectively analyzed serum samples from 1273 cows across [...] Read more.
Microminerals such as cobalt (Co), copper (Cu), iodine (I), iron (Fe), manganese (Mn), molybdenum (Mo), selenium (Se), and zinc (Zn) play key roles in cattle health. However, trace element imbalances are often underdiagnosed. This study retrospectively analyzed serum samples from 1273 cows across 117 herds in Spain, encompassing conventional dairy (n = 46), pasture-based dairy (n = 11), organic dairy (n = 25), and semi-extensive beef (n = 35) systems. Trace elements were determined by inductively coupled plasma mass spectrometry (ICP-MS). All herds were investigated for clinical or productive issues where mineral deficiencies were suspected. Significant differences were found in serum trace mineral concentrations between production systems. Adequacy rates were highest in conventional dairy herds receiving routine mineral supplementation, while deficiencies in Se, I, and Cu were frequently detected in pasture-based, organic, and beef herds. Zinc deficiencies were rare and typically involved complex, combined deficiencies. At the farm level, multielement deficiencies (≥3 elements) were detected in 39–45% of organic, pasture-based, and beef herds, but in only 5% of conventional dairy herds (p < 0.001). Principal component and cluster analyses produced consistent groupings of minerals according to dietary supplementation and soil-driven exposure. These findings highlight the increased vulnerability of low-input systems to complex micromineral imbalances and underline the importance of system-adapted mineral-monitoring and supplementation strategies in herd health management. However, as the study is based on diagnostic submissions rather than a randomized herd survey, the findings should be interpreted with caution due to potential selection bias. Full article
(This article belongs to the Collection Feeding Cattle for Health Improvement)
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Article
Establishing Leaf Tissue Nutrient Standards and Documenting Nutrient Disorder Symptomology of Greenhouse-Grown Cilantro (Coriandrum sativum)
by Danielle Clade, Patrick Veazie, Jennifer Boldt, Kristin Hicks, Christopher Currey, Nicholas Flax, Kellie Walters and Brian Whipker
Appl. Sci. 2025, 15(17), 9266; https://doi.org/10.3390/app15179266 - 22 Aug 2025
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Abstract
Cilantro (Coriandrum sativum L.) is a popular annual culinary herb grown for its leaves or seeds. With the increase in hydroponic herb production in controlled environments, a need exists for leaf tissue nutrient standards specific to this production system. The objective of [...] Read more.
Cilantro (Coriandrum sativum L.) is a popular annual culinary herb grown for its leaves or seeds. With the increase in hydroponic herb production in controlled environments, a need exists for leaf tissue nutrient standards specific to this production system. The objective of this study was to develop comprehensive foliar mineral nutrient interpretation ranges for greenhouse-grown cilantro. Cilantro plants were grown in a hydroponic sand culture system to induce and document nutritional disorders. Plants were supplied with a modified Hoagland’s solution, which was adjusted to individually add or omit one nutrient per treatment while holding all others constant. Deficiency and toxicity symptoms were photographed, after which the plant tissue was collected to determine plant dry weight and critical tissue nutrient concentrations. Nitrogen (N), phosphorus (P), potassium (K), calcium (Ca), magnesium (Mg), sulfur (S), boron (B), iron (Fe), and zinc (Zn) deficiencies, as well as B toxicity, were induced. Deficiencies of copper (Cu), manganese (Mn), and molybdenum (Mo) were not observed during the experiment. Additional foliar tissue analysis data (n = 463) were compiled to create nutrient interpretation ranges for 12 essential elements based on a hybrid meta-analysis Sufficiency Range Approach (SRA). This approach defines ranges for deficient, low, sufficient, high, and excessive values. For each element, the optimal distribution was selected according to the lowest Bayesian Information Criterion (BIC) value. A Normal distribution best represented K and S. A Gamma distribution best represented P, Ca, Mn, and Mo, whereas a Weibull distribution best represented N, Mg, B, Cu, Fe, and Zn. These interpretation ranges, along with descriptions of typical symptomology and critical tissue nutrient concentrations, provide useful tools for both diagnosing nutritional disorders and interpreting foliar nutrient analysis results of greenhouse-grown cilantro. Full article
(This article belongs to the Special Issue Crop Yield and Nutrient Use Efficiency)
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